Educational Data Mining: A review of evaluation process in the e-learning

• Published in: Telematics and informatics Vol. 35; no. 6; pp. 1701 - 1717
• Main Authors: Rodrigues, Marcos Wander, Isotani, Seiji, Zárate, Luiz Enrique
• Format: Journal Article
• Language: English
• Published: Oxford Elsevier Ltd 01.09.2018; Elsevier Science Ltd
• Subjects: Data mining; Distance learning; e-Learning; Education; Educational Data Mining; Educational evaluation; Evaluation of teaching and learning process; Learning; Online instruction; Teaching; Educational Data Mining; Evaluation of teaching and learning process; e-Learning; Education
• ISSN: 0736-5853; 1879-324X
• DOI: 10.1016/j.tele.2018.04.015

•We present 20 years of data mining research on e-learning and evaluation aspects.•We analyzed 525 papers and 72 of them focused on teaching-learning evaluation.•We identified and classified challenges to improve student’s performances.•We presented four new research themes in EDM focusing on the pe...